Creator:

Pearson, David W.

Contributor:

Korbicz, Józef (1951- ) - red.

Title:

Data probes, vertical trajectories and classification: A tentative study

Group publication title:

AMCS, volume 17 (2007)

Subject and Keywords:

classification ; output zeroing ; nonlinear control ; differential geometry

Abstract:

In this paper we introduce a method of classification based on data probes. Data points are considered as point masses in space and a probe is simply a particle that is launched into the space. As the probe passes by data clusters, its trajectory will be influenced by the point masses. We use this information to help us to find vertical trajectories. These are trajectories in the input space that are mapped onto the same value in the output space and correspond to the data classes.

Publisher:

Zielona Góra: Uniwersytet Zielonogórski

Date:

2007

Resource Type:

artykuł

DOI:

10.2478/v10006-007-0010-7

Pages:

107-112

Source:

AMCS, volume 17, number 1 (2007)

Language:

eng

License CC BY 4.0:

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Rights:

Biblioteka Uniwersytetu Zielonogórskiego